Proceedings of the 5th International Conference on Information and Education Innovations最新文献

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Blockchain-Based Trusted Achievement Record System Design 基于区块链的可信成就记录系统设计
Bakri Awaji, E. Solaiman, L. Marshall
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引用次数: 11
Investigating the Requirements for Building a Blockchain-Based Achievement Record System 研究构建基于区块链的成就记录系统的需求
Bakri Awaji, E. Solaiman, L. Marshall
{"title":"Investigating the Requirements for Building a Blockchain-Based Achievement Record System","authors":"Bakri Awaji, E. Solaiman, L. Marshall","doi":"10.1145/3411681.3411691","DOIUrl":"https://doi.org/10.1145/3411681.3411691","url":null,"abstract":"A trusted achievement record is a secure system that aims to record and authenticate certificates as well as key learning activities and achievements. This paper intends to gather important information on the thoughts and outlooks of stakeholders on an achievement record system that uses blockchain and smart contract technology. The system would allow stakeholders (for example employers) to validate learning records. Two main aims are investigated. The first is to evaluate the suitability of the idea of building a trusted achievement record for learners in higher education, and to evaluate potential user knowledge of blockchain technology. This is to ensure that a designed system is usable. The second aim includes an interview conducted with a small group of participants to gather information about the challenges individuals have when creating, and reviewing CVs. Overall, 90% of participants agreed that there was a strong need for a trusted achievement record. In addition, 93.64% of respondents stated that they felt it was invaluable to have a system that is usable by all stakeholders. When tackling the second aim it was found that a primary challenge is lack of knowledge of blockchain and its complexity. From the employers' perspective, there is a lack of trust due to inaccuracies when students describe skills and qualifications in their resumes.","PeriodicalId":279225,"journal":{"name":"Proceedings of the 5th International Conference on Information and Education Innovations","volume":"70 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117176729","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Blockchain-Based Applications in Higher Education: A Systematic Mapping Study 基于区块链的高等教育应用:系统映射研究
Bakri Awaji, E. Solaiman, Adel Albshri
{"title":"Blockchain-Based Applications in Higher Education: A Systematic Mapping Study","authors":"Bakri Awaji, E. Solaiman, Adel Albshri","doi":"10.1145/3411681.3411688","DOIUrl":"https://doi.org/10.1145/3411681.3411688","url":null,"abstract":"The utilisation of blockchain has moved beyond digital currency to other fields such as health, the Internet of Things, and education. In this paper, we present a systematic mapping study to collect and analyse relevant research on blockchain technology related to the higher education field. The paper concentrates on two main themes. First, it examines state of the art in blockchain-based applications that have been developed for educational purposes. Second, it summarises the challenges and research gaps that need to be addressed in future studies.","PeriodicalId":279225,"journal":{"name":"Proceedings of the 5th International Conference on Information and Education Innovations","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114788380","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 24
Applications of Neural Networks for Classifying Images of Deaf Horses 神经网络在聋马图像分类中的应用
Neeraj Rattehalli, I. Jain
{"title":"Applications of Neural Networks for Classifying Images of Deaf Horses","authors":"Neeraj Rattehalli, I. Jain","doi":"10.1145/3411681.3411694","DOIUrl":"https://doi.org/10.1145/3411681.3411694","url":null,"abstract":"Equine deafness profoundly impacts the ways owners can interact with their horses; while deafness prevents many auditory distractions, it also requires trainers to communicate differently than with other horses. While the splashed-white genes (SW-1 through SW-5) have been known to express themselves in near-full facial coverage with white hair in addition to blue eyes, it regularly entails deafness in the host. Current diagnoses of the SW-5 gene are primarily limited to proprietary genome analysis provided by equine diagnostics companies such as Etalon Diagnostics, which requires both money and time. Our approach to diagnosing SW-5 leverages the present phenotype-genotype relationship to convert this diagnosis into an image classification task. We propose a technique that uses a convolutional neural network in order to classify SW-5 horses solely based on physical attributes. Our classifier predicted the SW-5 gene with 97.49% accuracy and 5.88% loss, which provides an instantaneous prediction within margins of confidence.","PeriodicalId":279225,"journal":{"name":"Proceedings of the 5th International Conference on Information and Education Innovations","volume":"257 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117351518","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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